| clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation | Jun 19, 2021 | Graph SimilaritySegmentation | CodeCode Available | 1 |
| CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A Review | Jun 18, 2021 | Medical Image AnalysisSegmentation | CodeCode Available | 1 |
| Hybrid graph convolutional neural networks for landmark-based anatomical segmentation | Jun 17, 2021 | DecoderLandmark-based segmentation | CodeCode Available | 1 |
| Robust Model-based Face Reconstruction through Weakly-Supervised Outlier Segmentation | Jun 17, 2021 | 3D Face ReconstructionDecision Making | CodeCode Available | 1 |
| Positional Contrastive Learning for Volumetric Medical Image Segmentation | Jun 16, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images | Jun 14, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Improving Unsupervised Dialogue Topic Segmentation with Utterance-Pair Coherence Scoring | Jun 12, 2021 | Segmentation | CodeCode Available | 1 |
| DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation | Jun 12, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Part-aware Panoptic Segmentation | Jun 11, 2021 | Image SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| The Medical Segmentation Decathlon | Jun 10, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization | Jun 10, 2021 | ArticlesSegmentation | CodeCode Available | 1 |
| Unsupervised Co-part Segmentation through Assembly | Jun 10, 2021 | Segmentation | CodeCode Available | 1 |
| SynthRef: Generation of Synthetic Referring Expressions for Object Segmentation | Jun 8, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation | Jun 8, 2021 | Box-supervised Instance SegmentationGraph Neural Network | CodeCode Available | 1 |
| Document-level Relation Extraction as Semantic Segmentation | Jun 7, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Shuffle Transformer: Rethinking Spatial Shuffle for Vision Transformer | Jun 7, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Unsupervised Learning for Cuboid Shape Abstraction via Joint Segmentation from Point Clouds | Jun 7, 2021 | ClusteringSegmentation | CodeCode Available | 1 |
| Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach | Jun 6, 2021 | Combinatorial OptimizationInstance Segmentation | CodeCode Available | 1 |
| Referring Transformer: A One-step Approach to Multi-task Visual Grounding | Jun 6, 2021 | DecoderReferring Expression | CodeCode Available | 1 |
| Large-scale Unsupervised Semantic Segmentation | Jun 6, 2021 | DiversityRepresentation Learning | CodeCode Available | 1 |
| SOLQ: Segmenting Objects by Learning Queries | Jun 4, 2021 | Instance SegmentationObject Detection | CodeCode Available | 1 |
| Few-Shot Segmentation via Cycle-Consistent Transformer | Jun 4, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision | Jun 2, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation | Jun 1, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| TransVOS: Video Object Segmentation with Transformers | Jun 1, 2021 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Detecting Anomalies in Semantic Segmentation with Prototypes | Jun 1, 2021 | Anomaly SegmentationSegmentation | CodeCode Available | 1 |
| DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point Clouds | Jun 1, 2021 | 3D Semantic SegmentationDecoder | CodeCode Available | 1 |
| CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography | May 31, 2021 | Computed Tomography (CT)Image Super-Resolution | CodeCode Available | 1 |
| Feasibility Assessment of Multitasking in MRI Neuroimaging Analysis: Tissue Segmentation, Cross-Modality Conversion and Bias correction | May 31, 2021 | Generative Adversarial NetworkSegmentation | CodeCode Available | 1 |
| DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows | May 30, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| Sli2Vol: Annotate a 3D Volume from a Single Slice with Self-Supervised Learning | May 26, 2021 | SegmentationSelf-Supervised Learning | CodeCode Available | 1 |
| BoundarySqueeze: Image Segmentation as Boundary Squeezing | May 25, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| LineCounter: Learning Handwritten Text Line Segmentation by Counting | May 24, 2021 | Handwritten Text Recognitionobject-detection | CodeCode Available | 1 |
| A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections | May 24, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| VS-Net: Voting with Segmentation for Visual Localization | May 23, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| RST Parsing from Scratch | May 23, 2021 | Discourse ParsingDiscourse Segmentation | CodeCode Available | 1 |
| Coarse to Fine Multi-Resolution Temporal Convolutional Network | May 23, 2021 | Action SegmentationDecoder | CodeCode Available | 1 |
| Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation | May 23, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| HPNet: Deep Primitive Segmentation Using Hybrid Representations | May 22, 2021 | ClusteringSegmentation | CodeCode Available | 1 |
| Medical Image Segmentation Using Squeeze-and-Expansion Transformers | May 20, 2021 | Brain Tumor SegmentationDomain Generalization | CodeCode Available | 1 |
| Anabranch Network for Camouflaged Object Segmentation | May 20, 2021 | BenchmarkingCamouflaged Object Segmentation | CodeCode Available | 1 |
| Exploring The Limits Of Data Augmentation For Retinal Vessel Segmentation | May 19, 2021 | Data AugmentationRetinal Vessel Segmentation | CodeCode Available | 1 |
| Exemplar-Based Open-Set Panoptic Segmentation Network | May 18, 2021 | ClusteringPanoptic Segmentation | CodeCode Available | 1 |
| Progressively Normalized Self-Attention Network for Video Polyp Segmentation | May 18, 2021 | GPUSegmentation | CodeCode Available | 1 |
| SemSegLoss: A python package of loss functions for semantic segmentation | May 18, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation | May 17, 2021 | Depth EstimationDomain Adaptation | CodeCode Available | 1 |
| Multi-modal Visual Place Recognition in Dynamics-Invariant Perception Space | May 17, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models | May 17, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
